How we make this list: we compare pricing pages, product documentation and public user reviews. Ratings come from G2, Capterra or Trustpilot, with the date we checked them.
Key takeaways
- Zapier is the easiest start with 9,000 plus apps, while Make gives complex visual workflows at a lower price.
- n8n and Activepieces are the open-source options, free to self-host with full control over your data.
- Lindy acts as an AI employee for inbox, meetings and follow-up, starting with $50 in free credits.
- Gumloop builds browser-using AI agents for data-heavy work, and Bardeen now focuses on lead sourcing and enrichment.
- Relevance AI has moved upmarket to enterprise agent teams, so small businesses should check its current plans before committing.
Quick comparison
| Tool | Best for | Starting price | Free plan |
|---|
 Zapier | Largest app catalog and fastest first automation | $19.99 per user/month | Yes |
 Make | Complex branching flows without enterprise pricing | $9 per user/month | Yes |
 n8n | Technical teams building AI agents or self-hosting | Free self-hosted | Yes |
 Bardeen | Lead sourcing and enrichment in the browser | Free | Yes |
 Gumloop | AI agents for data-heavy workflows | $37 per month | Yes |
 Lindy | Delegating inbox, scheduling and follow-up | $29.99 per user/month | Yes |
 Relevance AI | Enterprise multi-agent workforces | See website | No |
 Activepieces | Open-source automation with friendly builder | $20 per month | Yes |
Is your product missing or out of date?
We review this list regularly. Vendors can request a listing, send updated pricing or ask about featured placement.
#1Zapier
Best for: Largest app catalog and fastest first automation4.5/5 on
G2 (2,088 reviews, checked Oct 2026)
Visit zapier.com
Starting price$19.99 per user/month
Free planYes
Zapier is the default automation tool for small businesses because it connects the most apps with the gentlest learning curve. A form submission can update your CRM, notify Slack and draft a follow-up in minutes, and the newer AI features let you build workflows from a description, connect AI tools through MCP and turn repeat AI work into deterministic steps that use fewer tokens.
The Starter plan costs $19.99 per user per month billed annually, with a free plan covering 100 tasks per month. Watch task counting on multi-step flows: every action counts, so high-volume automations get expensive faster than on Make or n8n. For breadth and speed of first automation, though, nothing beats Zapier.
What we like- 9,000 plus apps with 66,000 plus triggers and actions
- AI agents and MCP connections to Claude and ChatGPT
- Next Gen Zaps with automatic issue recovery
- Governance controls for teams
Watch out for- Task-based billing climbs fast in heavy-volume months
- AI steps cost more than simple transfers
- Cheapest plan limits multi-step logic
#2Make
Best for: Complex branching flows without enterprise pricing4.6/5 on
G2 (347 reviews, checked Oct 2026)
Visit make.com
Starting price$9 per user/month
Free planYes
Make is the tool small businesses choose when their workflows branch. The visual canvas shows every path, filter and error route, making complex logic easier to build and debug than Zapier's linear Zaps, and it connects 3,500 plus apps with custom API integrations for anything else. AI agents and automations now live in the same visual view, built by prompt, drag and drop or from an AI chat.
The Core plan costs $9 per user per month billed annually, with a free plan offering 1,000 credits per month and no time limit. For a small business automating order flows, lead routing or content pipelines with real branching, Make delivers more power per dollar than Zapier.
What we like- Visual builder with branching, routers and error handling
- 3,500 plus apps out of the box
- Free plan with no time limit
- AI agents and workflows in one visual view
Watch out for- Credit-based billing needs watching on data-heavy flows
- Smaller app catalog than Zapier
- Visual complexity grows with workflow size
#3n8n
Best for: Technical teams building AI agents or self-hosting4.7/5 on
G2 (319 reviews, checked Oct 2026)
Visit n8n.io
Starting priceFree self-hosted
Free planYes
n8n is the platform for agents and workflows you can follow: open any step, see what it does and explain it to anyone who runs it. It combines visual building with code where needed, supports AI agents with guardrails, evaluations and human-in-the-loop approvals, and offers full on-prem deployment with SSO, encrypted secret stores and audit logs.
Billing is per workflow execution, not per step, so a 50-node workflow costs the same as a 2-node one, which makes n8n the cheapest option at volume. The Community Edition is free to self-host, while cloud plans start around 20 euros per month billed annually. For technical small teams that want AI agents under their full control, n8n is the strongest choice.
What we like- Free self-hosted Community Edition
- Per-execution billing so node count does not matter
- AI governance with human-in-the-loop and guardrails
- Git-based control and observability
Watch out for- Needs technical skill to self-host and maintain
- Cloud Starter costs around 20 euros per month
- Smaller no-code community than Zapier
#4Bardeen
Best for: Lead sourcing and enrichment in the browser4.8/5 on
G2 (36 reviews, checked Oct 2026)
Visit bardeen.ai
Starting priceFree
Free planYes
Bardeen has sharpened its focus: it now helps teams find and reach leads with an agentic web scraper, AI qualification and contact enrichment, building target lead lists tailored to each industry. Solopreneurs, real estate agents and sales teams use it to scrape listings and profiles, enrich contacts and automate outreach without a Clay-level budget.
The free plan covers 100 credits per month, with a Basic plan at $10 per month. For sales-led small businesses, Bardeen's browser automation covers work that Zapier and Make handle poorly, like scraping and enrichment. For general back-office automation, pair it with Zapier or Make rather than replacing them.
What we like- Agentic web scraper that sources leads no one else can
- AI qualification and contact enrichment
- Free plan with 100 credits per month
- SOC 2 Type II and GDPR certified
Watch out for- Homepage now focuses on lead prospecting rather than general automation
- Browser-based work suits sales better than back-office flows
- Paid pricing needs checking on the site
#5Gumloop
Best for: AI agents for data-heavy workflows4.8/5 on
G2 (7 reviews, checked Oct 2026)
Visit gumloop.com
Starting price$37 per month
Free planYes
Gumloop builds AI agents for work that needs judgment plus browsing. Agents sign in with your saved logins, browse from trusted connections, hand off to you when a site needs it and record every session, while a Model Router sends routine work to cheap models and hard work to frontier models. One teammate builds an agent and the whole organization can use it in their own chats.
The Solo plan costs $37 per month with a free tier offering credits to start. For operations teams with data-heavy AI workflows, research, enrichment and document processing, Gumloop's agent-first builder goes further than classic workflow tools, though credit costs need monitoring on high-volume work.
What we like- Agents use a real browser with your saved logins
- 400 plus connectors with skills and artifact building
- Model Router matches tasks to the cheapest capable model
- Spend controls and guardrails
Watch out for- Credit-based pricing with an orchestration fee
- Solo plan at $37 per month is pricier than Make or n8n
- Newer platform with a smaller template library
#6Lindy
Best for: Delegating inbox, scheduling and follow-up4.9/5 on
G2 (171 reviews, checked Oct 2026)
Visit lindy.ai
Starting price$29.99 per user/month
Free planYes
Lindy is the AI employee that plugs into your tools, learns how you work and takes real work off your plate. It connects Gmail, Slack, Notion, HubSpot and 1,500 plus more apps, sits in your meetings, runs scheduled routines like morning briefs and Friday reports, and saves anything you teach it once as a skill for the whole team.
Pricing starts with $50 in free credits lasting 7 days, then Team plans at $29.99 per user per month with 3,000 credits each from a shared pool. For founders and small teams drowning in inbox, scheduling and meeting follow-up, Lindy is the closest thing to hiring help without hiring.
What we like- AI employee that works in Slack, iMessage, email and browser
- $50 in free credits with no card required
- 40 plus skills including research, decks and dashboards
- Memory stored in editable plain files
Watch out for- Credit-based billing means heavy AI jobs cost more
- Every active user is billed from $29.99 per month
- Browser driving needs Pro and up
#7Relevance AI
Best for: Enterprise multi-agent workforces4.3/5 on
G2 (20 reviews, checked Oct 2026)
Visit relevanceai.com
Starting priceSee website
Free planNo
Relevance AI builds teams of specialist AI agents, from research and enrichment to pre-meeting prep, post-call actions, meeting scheduling and outbound prospecting, with evaluation, monitoring and governance throughout. Its platform maps the path from assisted AI through copilot and autopilot to self-driving agent workforces, and customers report results like $7 million in pipeline from 35 plus agents.
The catch for small businesses is positioning: the homepage speaks to enterprise teams with an embedded deployment team, and no prices are published, so costing a project requires a sales conversation. Small businesses should treat Relevance AI as an enterprise option to evaluate when agent volume justifies it, not a self-serve starter tool.
What we like- Specialist AI agents for sales, support and operations
- Embedded deployment team gets teams live in weeks
- Evaluation, monitoring and governance built in
- L3 and L4 autonomous agent workforces
Watch out for- No prices published on the homepage
- Enterprise focus with deployment support
- No free plan for small businesses to test casually
#8Activepieces
Best for: Open-source automation with friendly builder4.8/5 on
G2 (142 reviews, checked Oct 2026)
Visit activepieces.com
Starting price$20 per month
Free planYes
Activepieces unifies a team's AI with flows and agents in one workspace. Describe a job in plain words and an agent takes it end to end, or build visually with branching, retries, subflows, error handling and human approvals, writing TypeScript inline for the hardest steps. Every piece is MIT-licensed and open source, and you can run it on your own servers or fully air-gapped.
The cloud Plus plan costs $20 per month with a free plan offering 1,000 credits per month, and logic inside a flow is free: you pay for how often flows run, with per-run prices dropping as volume grows. For small businesses that want open-source freedom with a friendlier face than n8n, Activepieces is the best balance.
What we like- MIT-licensed open-source core with 770 plus pieces
- Unlimited flows on every plan
- Self-host with Docker or Kubernetes or use Frankfurt cloud
- Chat builds flows from plain words
Watch out for- Smaller app catalog than Zapier
- Cloud Plus plan at $20 per month
- Newer AI agent features than n8n's mature agent tooling
How we chose
We compared vendor homepages, pricing pages and documentation against public comparisons and user reviews. Every tool here had its official homepage opened and confirmed, and each one is a genuine AI automation platform for business work, not a consumer assistant alone. Where a vendor does not publish a price on its homepage, we recorded "See website" instead of repeating third-party estimates. Note that Bardeen's homepage now centers on lead sourcing, and Relevance AI's homepage shows no prices and speaks to enterprise buyers.
What to weigh before you buy
Start with the job, not the tool. If you connect SaaS apps with simple rules, Zapier or Make will serve you fastest. If the work needs AI judgment, browsing or multi-step reasoning, Lindy, Gumloop or n8n agents fit better. If you need full control and low cost at volume, self-host n8n or Activepieces.
Then check the billing unit before you scale. Zapier charges per task, Make per credit, n8n per execution and agent tools per credit, and those units produce very different bills at volume. Run your highest-volume workflow on a free plan first, measure the units it consumes, and only then commit to a paid tier.
Frequently asked questions
What is the best AI automation tool for a small business?
For most small businesses, Zapier is the easiest start and Make is the best value for complex flows. Technical teams should consider n8n or Activepieces for self-hosting, while Lindy suits founders who want an AI employee for inbox and follow-up.
How much does AI automation cost per month?
Free plans cover light use on Zapier, Make, n8n, Bardeen, Gumloop and Activepieces. Paid plans start at $9 per month for Make, $10 for Bardeen, $19.99 for Zapier, $20 for Activepieces and n8n cloud, $29.99 for Lindy and $37 for Gumloop.
What is the difference between workflow automation and AI agents?
Workflow automation follows fixed steps you define, like moving form data to a CRM. AI agents reason about the goal, choose tools and adapt when something unexpected happens, like researching a lead or drafting a reply from context. Many tools now combine both.
Can I automate without coding?
Yes. Zapier, Make, Lindy, Gumloop and Activepieces all let you build automations by describing the job or dragging blocks, with no code required. Coding helps for edge cases, and n8n and Activepieces let you add code only where a flow needs it.
Is self-hosted automation better for a small business?
Self-hosting with n8n or Activepieces gives full data control and lower costs at volume, but you maintain the server, updates and backups. Cloud plans cost more but remove that work, which suits most non-technical small teams better.
Sources we checked (9)
- https://zapier.com
- https://www.make.com
- https://n8n.io
- https://www.bardeen.ai
- https://www.gumloop.com
- https://www.lindy.ai
- https://relevanceai.com
- https://www.activepieces.com
- https://rankite.com/blog/best-ai-tools-for-business-automation
Is your product missing or out of date?
We review this list regularly. Vendors can request a listing, send updated pricing or ask about featured placement.
Shihab Mia · Founder, Rankite
Shihab has 5+ years in B2B and SaaS SEO. He writes Rankite's software buying guides from pricing pages, documentation and public user reviews. More about Shihab.